Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 6939 |
| Missing cells | 72646 |
| Missing cells (%) | 52.3% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.1 MiB |
| Average record size in memory | 160.0 B |
Variable types
| Numeric | 18 |
|---|---|
| Categorical | 2 |
Country Name has a high cardinality: 217 distinct values | High cardinality |
CPI human resources is highly correlated with CPIA gender equality and 1 other fields | High correlation |
CPIA gender equality is highly correlated with CPI human resources and 5 other fields | High correlation |
CPIA social protection is highly correlated with CPI human resources and 2 other fields | High correlation |
fertility rate is highly correlated with CPIA gender equality and 5 other fields | High correlation |
intentional homicides is highly correlated with poverty gap and 1 other fields | High correlation |
literacy rate is highly correlated with CPIA gender equality and 4 other fields | High correlation |
poverty gap is highly correlated with CPIA gender equality and 6 other fields | High correlation |
unpaid domestic is highly correlated with CPIA social protection and 1 other fields | High correlation |
primary enrollment is highly correlated with CPIA gender equality and 4 other fields | High correlation |
teenage mothers is highly correlated with fertility rate and 4 other fields | High correlation |
married by 18 is highly correlated with fertility rate and 4 other fields | High correlation |
CPI human resources is highly correlated with CPIA gender equality and 1 other fields | High correlation |
CPIA gender equality is highly correlated with CPI human resources and 6 other fields | High correlation |
CPIA social protection is highly correlated with CPI human resources and 2 other fields | High correlation |
fertility rate is highly correlated with CPIA gender equality and 6 other fields | High correlation |
intentional homicides is highly correlated with teenage mothers | High correlation |
literacy rate is highly correlated with CPIA gender equality and 5 other fields | High correlation |
poverty gap is highly correlated with CPIA gender equality and 6 other fields | High correlation |
unpaid domestic is highly correlated with CPIA social protection | High correlation |
gender parity index is highly correlated with CPIA gender equality and 5 other fields | High correlation |
primary enrollment is highly correlated with CPIA gender equality and 5 other fields | High correlation |
teenage mothers is highly correlated with fertility rate and 3 other fields | High correlation |
married by 18 is highly correlated with fertility rate and 5 other fields | High correlation |
CPI human resources is highly correlated with CPIA gender equality and 1 other fields | High correlation |
CPIA gender equality is highly correlated with CPI human resources | High correlation |
CPIA social protection is highly correlated with CPI human resources | High correlation |
fertility rate is highly correlated with literacy rate and 1 other fields | High correlation |
literacy rate is highly correlated with fertility rate and 1 other fields | High correlation |
poverty gap is highly correlated with fertility rate and 1 other fields | High correlation |
teenage mothers is highly correlated with married by 18 | High correlation |
married by 18 is highly correlated with teenage mothers | High correlation |
df_index is highly correlated with teenage mothers and 1 other fields | High correlation |
CPI human resources is highly correlated with CPIA gender equality and 4 other fields | High correlation |
CPIA gender equality is highly correlated with CPI human resources and 6 other fields | High correlation |
CPIA social protection is highly correlated with CPI human resources and 3 other fields | High correlation |
management is highly correlated with CPIA gender equality and 5 other fields | High correlation |
fertility rate is highly correlated with CPIA gender equality and 7 other fields | High correlation |
intentional homicides is highly correlated with teenage mothers | High correlation |
labor force is highly correlated with CPIA gender equality and 8 other fields | High correlation |
literacy rate is highly correlated with management and 8 other fields | High correlation |
poverty gap is highly correlated with CPIA gender equality and 8 other fields | High correlation |
unpaid domestic is highly correlated with CPI human resources and 6 other fields | High correlation |
gender parity index is highly correlated with CPI human resources and 7 other fields | High correlation |
primary enrollment is highly correlated with CPI human resources and 9 other fields | High correlation |
teenage mothers is highly correlated with df_index and 8 other fields | High correlation |
married by 18 is highly correlated with df_index and 7 other fields | High correlation |
labor category is highly correlated with labor force and 3 other fields | High correlation |
CPI human resources has 5722 (82.5%) missing values | Missing |
CPIA gender equality has 5722 (82.5%) missing values | Missing |
CPIA social protection has 5730 (82.6%) missing values | Missing |
employers has 1516 (21.8%) missing values | Missing |
management has 5924 (85.4%) missing values | Missing |
fertility rate has 755 (10.9%) missing values | Missing |
intentional homicides has 4863 (70.1%) missing values | Missing |
labor force has 955 (13.8%) missing values | Missing |
literacy rate has 6091 (87.8%) missing values | Missing |
poverty gap has 5228 (75.3%) missing values | Missing |
parliment seats has 2420 (34.9%) missing values | Missing |
unpaid domestic has 6762 (97.4%) missing values | Missing |
gender parity index has 2265 (32.6%) missing values | Missing |
primary enrollment has 4702 (67.8%) missing values | Missing |
teenage mothers has 6599 (95.1%) missing values | Missing |
married by 18 has 6437 (92.8%) missing values | Missing |
labor category has 955 (13.8%) missing values | Missing |
df_index is uniformly distributed | Uniform |
Country Name is uniformly distributed | Uniform |
df_index has unique values | Unique |
intentional homicides has 121 (1.7%) zeros | Zeros |
parliment seats has 181 (2.6%) zeros | Zeros |
Reproduction
| Analysis started | 2022-05-28 01:19:58.774671 |
|---|---|
| Analysis finished | 2022-05-28 01:20:42.584094 |
| Duration | 43.81 seconds |
| Software version | pandas-profiling v3.2.0 |
| Download configuration | config.json |
| Distinct | 6939 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6724.60513 |
| Minimum | 30 |
|---|---|
| Maximum | 13405 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 54.3 KiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 676.9 |
| Q1 | 3384.5 |
| median | 6718 |
| Q3 | 10072.5 |
| 95-th percentile | 12758.1 |
| Maximum | 13405 |
| Range | 13375 |
| Interquartile range (IQR) | 6688 |
Descriptive statistics
| Standard deviation | 3868.857506 |
|---|---|
| Coefficient of variation (CV) | 0.5753285778 |
| Kurtosis | -1.199503177 |
| Mean | 6724.60513 |
| Median Absolute Deviation (MAD) | 3348 |
| Skewness | -0.002850952279 |
| Sum | 46662035 |
| Variance | 14968058.4 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 30 | 1 | < 0.1% |
| 8951 | 1 | < 0.1% |
| 8962 | 1 | < 0.1% |
| 8961 | 1 | < 0.1% |
| 8960 | 1 | < 0.1% |
| 8959 | 1 | < 0.1% |
| 8958 | 1 | < 0.1% |
| 8957 | 1 | < 0.1% |
| 8956 | 1 | < 0.1% |
| 8955 | 1 | < 0.1% |
| Other values (6929) | 6929 |
| Value | Count | Frequency (%) |
| 30 | 1 | |
| 31 | 1 | |
| 32 | 1 | |
| 33 | 1 | |
| 34 | 1 | |
| 35 | 1 | |
| 36 | 1 | |
| 37 | 1 | |
| 38 | 1 | |
| 39 | 1 |
| Value | Count | Frequency (%) |
| 13405 | 1 | |
| 13404 | 1 | |
| 13403 | 1 | |
| 13402 | 1 | |
| 13401 | 1 | |
| 13400 | 1 | |
| 13399 | 1 | |
| 13398 | 1 | |
| 13397 | 1 | |
| 13396 | 1 |
| Distinct | 217 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 54.3 KiB |
| Afghanistan | 32 |
|---|---|
| Myanmar | 32 |
| Nauru | 32 |
| Nepal | 32 |
| Netherlands | 32 |
| Other values (212) |
Length
| Max length | 30 |
|---|---|
| Median length | 22 |
| Mean length | 9.658884565 |
| Min length | 4 |
Characters and Unicode
| Total characters | 67023 |
|---|---|
| Distinct characters | 58 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Afghanistan |
|---|---|
| 2nd row | Afghanistan |
| 3rd row | Afghanistan |
| 4th row | Afghanistan |
| 5th row | Afghanistan |
Common Values
| Value | Count | Frequency (%) |
| Afghanistan | 32 | 0.5% |
| Myanmar | 32 | 0.5% |
| Nauru | 32 | 0.5% |
| Nepal | 32 | 0.5% |
| Netherlands | 32 | 0.5% |
| New Caledonia | 32 | 0.5% |
| New Zealand | 32 | 0.5% |
| Nicaragua | 32 | 0.5% |
| Niger | 32 | 0.5% |
| Nigeria | 32 | 0.5% |
| Other values (207) | 6619 |
Length
| Value | Count | Frequency (%) |
| islands | 286 | 2.8% |
| and | 256 | 2.5% |
| rep | 224 | 2.2% |
| republic | 192 | 1.9% |
| st | 127 | 1.3% |
| china | 96 | 1.0% |
| arab | 96 | 1.0% |
| the | 96 | 1.0% |
| new | 96 | 1.0% |
| guinea | 96 | 1.0% |
| Other values (255) | 8534 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 9494 | 14.2% |
| i | 5182 | 7.7% |
| n | 5175 | 7.7% |
| e | 4602 | 6.9% |
| r | 3704 | 5.5% |
| o | 3325 | 5.0% |
| 3160 | 4.7% | |
| s | 2395 | 3.6% |
| u | 2368 | 3.5% |
| t | 2364 | 3.5% |
| Other values (48) | 25254 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 52549 | |
| Uppercase Letter | 10037 | 15.0% |
| Space Separator | 3160 | 4.7% |
| Other Punctuation | 1023 | 1.5% |
| Open Punctuation | 95 | 0.1% |
| Close Punctuation | 95 | 0.1% |
| Dash Punctuation | 64 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 9494 | |
| i | 5182 | |
| n | 5175 | |
| e | 4602 | 8.8% |
| r | 3704 | 7.0% |
| o | 3325 | 6.3% |
| s | 2395 | 4.6% |
| u | 2368 | 4.5% |
| t | 2364 | 4.5% |
| l | 2364 | 4.5% |
| Other values (16) | 11576 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 1119 | 11.1% |
| C | 800 | 8.0% |
| M | 797 | 7.9% |
| B | 736 | 7.3% |
| R | 704 | 7.0% |
| A | 672 | 6.7% |
| I | 637 | 6.3% |
| G | 575 | 5.7% |
| T | 512 | 5.1% |
| P | 448 | 4.5% |
| Other values (15) | 3037 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 543 | |
| , | 416 | |
| ' | 64 | 6.3% |
Space Separator
| Value | Count | Frequency (%) |
| 3160 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 95 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 95 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 64 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 62586 | |
| Common | 4437 | 6.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 9494 | |
| i | 5182 | 8.3% |
| n | 5175 | 8.3% |
| e | 4602 | 7.4% |
| r | 3704 | 5.9% |
| o | 3325 | 5.3% |
| s | 2395 | 3.8% |
| u | 2368 | 3.8% |
| t | 2364 | 3.8% |
| l | 2364 | 3.8% |
| Other values (41) | 21613 |
Common
| Value | Count | Frequency (%) |
| 3160 | ||
| . | 543 | 12.2% |
| , | 416 | 9.4% |
| ( | 95 | 2.1% |
| ) | 95 | 2.1% |
| - | 64 | 1.4% |
| ' | 64 | 1.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 67023 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 9494 | 14.2% |
| i | 5182 | 7.7% |
| n | 5175 | 7.7% |
| e | 4602 | 6.9% |
| r | 3704 | 5.5% |
| o | 3325 | 5.0% |
| 3160 | 4.7% | |
| s | 2395 | 3.6% |
| u | 2368 | 3.5% |
| t | 2364 | 3.5% |
| Other values (48) | 25254 |
year
Real number (ℝ≥0)
| Distinct | 32 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2005.488831 |
| Minimum | 1990 |
|---|---|
| Maximum | 2021 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 54.3 KiB |
Quantile statistics
| Minimum | 1990 |
|---|---|
| 5-th percentile | 1991 |
| Q1 | 1997 |
| median | 2005 |
| Q3 | 2013 |
| 95-th percentile | 2020 |
| Maximum | 2021 |
| Range | 31 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 9.227700634 |
|---|---|
| Coefficient of variation (CV) | 0.004601222649 |
| Kurtosis | -1.202069542 |
| Mean | 2005.488831 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.0002156480745 |
| Sum | 13916087 |
| Variance | 85.15045898 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1990 | 217 | 3.1% |
| 1991 | 217 | 3.1% |
| 2020 | 217 | 3.1% |
| 2019 | 217 | 3.1% |
| 2018 | 217 | 3.1% |
| 2017 | 217 | 3.1% |
| 2016 | 217 | 3.1% |
| 2015 | 217 | 3.1% |
| 2014 | 217 | 3.1% |
| 2013 | 217 | 3.1% |
| Other values (22) | 4769 |
| Value | Count | Frequency (%) |
| 1990 | 217 | |
| 1991 | 217 | |
| 1992 | 217 | |
| 1993 | 217 | |
| 1994 | 217 | |
| 1995 | 217 | |
| 1996 | 217 | |
| 1997 | 217 | |
| 1998 | 217 | |
| 1999 | 217 |
| Value | Count | Frequency (%) |
| 2021 | 212 | |
| 2020 | 217 | |
| 2019 | 217 | |
| 2018 | 217 | |
| 2017 | 217 | |
| 2016 | 217 | |
| 2015 | 217 | |
| 2014 | 217 | |
| 2013 | 217 | |
| 2012 | 217 |
CPI human resources
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 8 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 5722 |
| Missing (%) | 82.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.523418242 |
| Minimum | 1 |
|---|---|
| Maximum | 4.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 54.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2.5 |
| Q1 | 3 |
| median | 3.5 |
| Q3 | 4 |
| 95-th percentile | 4.5 |
| Maximum | 4.5 |
| Range | 3.5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.6107470755 |
|---|---|
| Coefficient of variation (CV) | 0.1733393635 |
| Kurtosis | -0.03020094607 |
| Mean | 3.523418242 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | -0.4312014692 |
| Sum | 4288 |
| Variance | 0.3730119902 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.5 | 380 | 5.5% |
| 4 | 338 | 4.9% |
| 3 | 226 | 3.3% |
| 4.5 | 130 | 1.9% |
| 2.5 | 120 | 1.7% |
| 2 | 19 | 0.3% |
| 1.5 | 2 | < 0.1% |
| 1 | 2 | < 0.1% |
| (Missing) | 5722 |
| Value | Count | Frequency (%) |
| 1 | 2 | < 0.1% |
| 1.5 | 2 | < 0.1% |
| 2 | 19 | 0.3% |
| 2.5 | 120 | 1.7% |
| 3 | 226 | |
| 3.5 | 380 | |
| 4 | 338 | |
| 4.5 | 130 | 1.9% |
| Value | Count | Frequency (%) |
| 4.5 | 130 | 1.9% |
| 4 | 338 | |
| 3.5 | 380 | |
| 3 | 226 | |
| 2.5 | 120 | 1.7% |
| 2 | 19 | 0.3% |
| 1.5 | 2 | < 0.1% |
| 1 | 2 | < 0.1% |
CPIA gender equality
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 8 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 5722 |
| Missing (%) | 82.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.352095316 |
| Minimum | 1.5 |
|---|---|
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 54.3 KiB |
Quantile statistics
| Minimum | 1.5 |
|---|---|
| 5-th percentile | 2.5 |
| Q1 | 3 |
| median | 3.5 |
| Q3 | 4 |
| 95-th percentile | 4.5 |
| Maximum | 5 |
| Range | 3.5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.6644628055 |
|---|---|
| Coefficient of variation (CV) | 0.198223124 |
| Kurtosis | -0.1290391282 |
| Mean | 3.352095316 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | -0.2024222719 |
| Sum | 4079.5 |
| Variance | 0.4415108199 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.5 | 335 | 4.8% |
| 3 | 310 | 4.5% |
| 4 | 261 | 3.8% |
| 2.5 | 164 | 2.4% |
| 4.5 | 83 | 1.2% |
| 2 | 37 | 0.5% |
| 1.5 | 17 | 0.2% |
| 5 | 10 | 0.1% |
| (Missing) | 5722 |
| Value | Count | Frequency (%) |
| 1.5 | 17 | 0.2% |
| 2 | 37 | 0.5% |
| 2.5 | 164 | |
| 3 | 310 | |
| 3.5 | 335 | |
| 4 | 261 | |
| 4.5 | 83 | 1.2% |
| 5 | 10 | 0.1% |
| Value | Count | Frequency (%) |
| 5 | 10 | 0.1% |
| 4.5 | 83 | 1.2% |
| 4 | 261 | |
| 3.5 | 335 | |
| 3 | 310 | |
| 2.5 | 164 | |
| 2 | 37 | 0.5% |
| 1.5 | 17 | 0.2% |
CPIA social protection
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 8 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 5730 |
| Missing (%) | 82.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.043424318 |
| Minimum | 1 |
|---|---|
| Maximum | 4.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 54.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2.5 |
| median | 3 |
| Q3 | 3.5 |
| 95-th percentile | 4 |
| Maximum | 4.5 |
| Range | 3.5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.5832727823 |
|---|---|
| Coefficient of variation (CV) | 0.1916501682 |
| Kurtosis | 0.2833720957 |
| Mean | 3.043424318 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | -0.3228528381 |
| Sum | 3679.5 |
| Variance | 0.3402071385 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.5 | 408 | 5.9% |
| 3 | 339 | 4.9% |
| 2.5 | 273 | 3.9% |
| 2 | 87 | 1.3% |
| 4 | 70 | 1.0% |
| 4.5 | 18 | 0.3% |
| 1 | 8 | 0.1% |
| 1.5 | 6 | 0.1% |
| (Missing) | 5730 |
| Value | Count | Frequency (%) |
| 1 | 8 | 0.1% |
| 1.5 | 6 | 0.1% |
| 2 | 87 | 1.3% |
| 2.5 | 273 | |
| 3 | 339 | |
| 3.5 | 408 | |
| 4 | 70 | 1.0% |
| 4.5 | 18 | 0.3% |
| Value | Count | Frequency (%) |
| 4.5 | 18 | 0.3% |
| 4 | 70 | 1.0% |
| 3.5 | 408 | |
| 3 | 339 | |
| 2.5 | 273 | |
| 2 | 87 | 1.3% |
| 1.5 | 6 | 0.1% |
| 1 | 8 | 0.1% |
| Distinct | 628 |
|---|---|
| Distinct (%) | 11.6% |
| Missing | 1516 |
| Missing (%) | 21.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.740768947 |
| Minimum | 0 |
|---|---|
| Maximum | 10.86999989 |
| Zeros | 58 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 54.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.1400000006 |
| Q1 | 0.6000000238 |
| median | 1.450000048 |
| Q3 | 2.425000072 |
| 95-th percentile | 4.420000076 |
| Maximum | 10.86999989 |
| Range | 10.86999989 |
| Interquartile range (IQR) | 1.825000048 |
Descriptive statistics
| Standard deviation | 1.518537384 |
|---|---|
| Coefficient of variation (CV) | 0.8723371285 |
| Kurtosis | 5.763855435 |
| Mean | 1.740768947 |
| Median Absolute Deviation (MAD) | 0.8999998569 |
| Skewness | 1.88282576 |
| Sum | 9440.189998 |
| Variance | 2.305955788 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 58 | 0.8% |
| 0.150000006 | 51 | 0.7% |
| 0.4799999893 | 44 | 0.6% |
| 0.3300000131 | 43 | 0.6% |
| 0.4699999988 | 40 | 0.6% |
| 0.1199999973 | 40 | 0.6% |
| 0.1400000006 | 39 | 0.6% |
| 0.05000000075 | 35 | 0.5% |
| 0.5 | 33 | 0.5% |
| 0.9599999785 | 32 | 0.5% |
| Other values (618) | 5008 | |
| (Missing) | 1516 | 21.8% |
| Value | Count | Frequency (%) |
| 0 | 58 | |
| 0.009999999776 | 5 | 0.1% |
| 0.01999999955 | 4 | 0.1% |
| 0.02999999933 | 6 | 0.1% |
| 0.03999999911 | 29 | |
| 0.05000000075 | 35 | |
| 0.05999999866 | 9 | 0.1% |
| 0.0700000003 | 4 | 0.1% |
| 0.07999999821 | 11 | 0.2% |
| 0.09000000358 | 8 | 0.1% |
| Value | Count | Frequency (%) |
| 10.86999989 | 1 | |
| 10.81999969 | 1 | |
| 10.77000046 | 1 | |
| 10.71000004 | 1 | |
| 10.47999954 | 1 | |
| 10.47000027 | 1 | |
| 10.31999969 | 1 | |
| 10.26000023 | 1 | |
| 10.25 | 1 | |
| 10.22999954 | 1 |
| Distinct | 868 |
|---|---|
| Distinct (%) | 85.5% |
| Missing | 5924 |
| Missing (%) | 85.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.7026601 |
| Minimum | 4.21999979 |
|---|---|
| Maximum | 60.90999985 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 54.3 KiB |
Quantile statistics
| Minimum | 4.21999979 |
|---|---|
| 5-th percentile | 15.48800001 |
| Q1 | 24.75 |
| median | 31.45999908 |
| Q3 | 36.625 |
| 95-th percentile | 43.23599968 |
| Maximum | 60.90999985 |
| Range | 56.69000006 |
| Interquartile range (IQR) | 11.875 |
Descriptive statistics
| Standard deviation | 8.761744902 |
|---|---|
| Coefficient of variation (CV) | 0.2853741296 |
| Kurtosis | 0.2124899072 |
| Mean | 30.7026601 |
| Median Absolute Deviation (MAD) | 5.810001373 |
| Skewness | -0.2350916434 |
| Sum | 31163.2 |
| Variance | 76.76817372 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 29.5 | 3 | < 0.1% |
| 30.54000092 | 3 | < 0.1% |
| 34.25999832 | 3 | < 0.1% |
| 34.34000015 | 3 | < 0.1% |
| 35.58000183 | 3 | < 0.1% |
| 40.25999832 | 3 | < 0.1% |
| 33.31999969 | 3 | < 0.1% |
| 33.13999939 | 3 | < 0.1% |
| 23.11000061 | 3 | < 0.1% |
| 30.81999969 | 3 | < 0.1% |
| Other values (858) | 985 | 14.2% |
| (Missing) | 5924 |
| Value | Count | Frequency (%) |
| 4.21999979 | 1 | |
| 4.260000229 | 1 | |
| 4.5 | 1 | |
| 5.230000019 | 1 | |
| 5.699999809 | 1 | |
| 5.730000019 | 1 | |
| 5.75 | 1 | |
| 6.079999924 | 1 | |
| 6.400000095 | 1 | |
| 7.619999886 | 1 |
| Value | Count | Frequency (%) |
| 60.90999985 | 1 | |
| 59.31000137 | 1 | |
| 57.97000122 | 1 | |
| 55.83000183 | 1 | |
| 54.63999939 | 1 | |
| 54.16999817 | 1 | |
| 53.68000031 | 1 | |
| 51.83000183 | 1 | |
| 50.49000168 | 1 | |
| 50.18999863 | 1 |
fertility rate
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 3241 |
|---|---|
| Distinct (%) | 52.4% |
| Missing | 755 |
| Missing (%) | 10.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.123984363 |
| Minimum | 0.837 |
|---|---|
| Maximum | 8.606 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 54.3 KiB |
Quantile statistics
| Minimum | 0.837 |
|---|---|
| 5-th percentile | 1.31015 |
| Q1 | 1.796 |
| median | 2.5625 |
| Q3 | 4.321 |
| 95-th percentile | 6.3367 |
| Maximum | 8.606 |
| Range | 7.769 |
| Interquartile range (IQR) | 2.525 |
Descriptive statistics
| Standard deviation | 1.645491002 |
|---|---|
| Coefficient of variation (CV) | 0.5267283094 |
| Kurtosis | -0.3178384729 |
| Mean | 3.123984363 |
| Median Absolute Deviation (MAD) | 0.965 |
| Skewness | 0.8637256705 |
| Sum | 19318.7193 |
| Variance | 2.707640638 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.46 | 28 | 0.4% |
| 1.6 | 27 | 0.4% |
| 1.5 | 26 | 0.4% |
| 1.71 | 25 | 0.4% |
| 1.34 | 24 | 0.3% |
| 1.37 | 23 | 0.3% |
| 1.4 | 23 | 0.3% |
| 1.57 | 23 | 0.3% |
| 1.75 | 23 | 0.3% |
| 1.44 | 22 | 0.3% |
| Other values (3231) | 5940 | |
| (Missing) | 755 | 10.9% |
| Value | Count | Frequency (%) |
| 0.837 | 1 | |
| 0.86 | 1 | |
| 0.862 | 1 | |
| 0.868 | 1 | |
| 0.875 | 1 | |
| 0.879 | 1 | |
| 0.9 | 1 | |
| 0.901 | 1 | |
| 0.906 | 1 | |
| 0.911 | 1 |
| Value | Count | Frequency (%) |
| 8.606 | 1 | |
| 8.459 | 1 | |
| 8.272 | 1 | |
| 8.048 | 1 | |
| 7.795 | 1 | |
| 7.772 | 1 | |
| 7.761 | 1 | |
| 7.752 | 1 | |
| 7.743 | 1 | |
| 7.734 | 1 |
intentional homicides
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 1955 |
|---|---|
| Distinct (%) | 94.2% |
| Missing | 4863 |
| Missing (%) | 70.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.34666783 |
| Minimum | 0 |
|---|---|
| Maximum | 19.17122899 |
| Zeros | 121 |
| Zeros (%) | 1.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 54.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.704246345 |
| median | 1.339727909 |
| Q3 | 3.062671185 |
| 95-th percentile | 8.134190226 |
| Maximum | 19.17122899 |
| Range | 19.17122899 |
| Interquartile range (IQR) | 2.35842484 |
Descriptive statistics
| Standard deviation | 2.624446621 |
|---|---|
| Coefficient of variation (CV) | 1.118371585 |
| Kurtosis | 6.550194652 |
| Mean | 2.34666783 |
| Median Absolute Deviation (MAD) | 0.8319602577 |
| Skewness | 2.318405185 |
| Sum | 4871.682414 |
| Variance | 6.887720065 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 121 | 1.7% |
| 10.5 | 2 | < 0.1% |
| 0.5223150395 | 1 | < 0.1% |
| 0.9567956912 | 1 | < 0.1% |
| 2.091218972 | 1 | < 0.1% |
| 2.113595001 | 1 | < 0.1% |
| 2.111700384 | 1 | < 0.1% |
| 1.843374208 | 1 | < 0.1% |
| 2.639613561 | 1 | < 0.1% |
| 3.241360116 | 1 | < 0.1% |
| Other values (1945) | 1945 | 28.0% |
| (Missing) | 4863 |
| Value | Count | Frequency (%) |
| 0 | 121 | |
| 0.06486761385 | 1 | < 0.1% |
| 0.08434313147 | 1 | < 0.1% |
| 0.112542527 | 1 | < 0.1% |
| 0.1217506279 | 1 | < 0.1% |
| 0.1221483948 | 1 | < 0.1% |
| 0.1251898191 | 1 | < 0.1% |
| 0.1314190339 | 1 | < 0.1% |
| 0.1414106518 | 1 | < 0.1% |
| 0.1531273648 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 19.17122899 | 1 | |
| 18.27690185 | 1 | |
| 17.25303448 | 1 | |
| 17.15812351 | 1 | |
| 16.60357309 | 1 | |
| 15.54689927 | 1 | |
| 14.48846658 | 1 | |
| 14.34340514 | 1 | |
| 14.05624823 | 1 | |
| 13.998614 | 1 |
| Distinct | 5655 |
|---|---|
| Distinct (%) | 94.5% |
| Missing | 955 |
| Missing (%) | 13.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.33109058 |
| Minimum | 5.994999886 |
|---|---|
| Maximum | 90.55500031 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 54.3 KiB |
Quantile statistics
| Minimum | 5.994999886 |
|---|---|
| 5-th percentile | 18.03975067 |
| Q1 | 41.10674858 |
| median | 51.06199837 |
| Q3 | 60.75949955 |
| 95-th percentile | 77.92239685 |
| Maximum | 90.55500031 |
| Range | 84.56000042 |
| Interquartile range (IQR) | 19.65275097 |
Descriptive statistics
| Standard deviation | 16.48750625 |
|---|---|
| Coefficient of variation (CV) | 0.3275809458 |
| Kurtosis | -0.1074837848 |
| Mean | 50.33109058 |
| Median Absolute Deviation (MAD) | 9.769001007 |
| Skewness | -0.2389285789 |
| Sum | 301181.246 |
| Variance | 271.8378624 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 50.16799927 | 3 | < 0.1% |
| 50.62099838 | 3 | < 0.1% |
| 60.81999969 | 3 | < 0.1% |
| 55.38999939 | 3 | < 0.1% |
| 59.72100067 | 3 | < 0.1% |
| 54.77799988 | 3 | < 0.1% |
| 51.36399841 | 3 | < 0.1% |
| 49.33300018 | 3 | < 0.1% |
| 55.29199982 | 3 | < 0.1% |
| 49.57600021 | 3 | < 0.1% |
| Other values (5645) | 5954 | |
| (Missing) | 955 | 13.8% |
| Value | Count | Frequency (%) |
| 5.994999886 | 1 | |
| 6.080999851 | 1 | |
| 6.089000225 | 1 | |
| 6.09499979 | 2 | |
| 6.114999771 | 1 | |
| 6.129000187 | 1 | |
| 6.138000011 | 1 | |
| 6.958000183 | 1 | |
| 7.881999969 | 1 | |
| 8.281999588 | 1 |
| Value | Count | Frequency (%) |
| 90.55500031 | 1 | |
| 90.07499695 | 1 | |
| 89.57299805 | 1 | |
| 89.0490036 | 1 | |
| 88.5019989 | 1 | |
| 87.93099976 | 1 | |
| 87.81199646 | 1 | |
| 87.66999817 | 1 | |
| 87.52700043 | 1 | |
| 87.38400269 | 1 |
literacy rate
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 835 |
|---|---|
| Distinct (%) | 98.5% |
| Missing | 6091 |
| Missing (%) | 87.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 78.50512585 |
| Minimum | 4.591829777 |
|---|---|
| Maximum | 99.99994659 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 54.3 KiB |
Quantile statistics
| Minimum | 4.591829777 |
|---|---|
| 5-th percentile | 25.74258757 |
| Q1 | 65.78227234 |
| median | 89.7141304 |
| Q3 | 95.0799408 |
| 95-th percentile | 99.58349609 |
| Maximum | 99.99994659 |
| Range | 95.40811682 |
| Interquartile range (IQR) | 29.29766846 |
Descriptive statistics
| Standard deviation | 23.46639775 |
|---|---|
| Coefficient of variation (CV) | 0.2989154848 |
| Kurtosis | 0.5855508888 |
| Mean | 78.50512585 |
| Median Absolute Deviation (MAD) | 8.537853241 |
| Skewness | -1.286348483 |
| Sum | 66572.34672 |
| Variance | 550.6718235 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 99.59999847 | 6 | 0.1% |
| 69 | 3 | < 0.1% |
| 98.59999847 | 3 | < 0.1% |
| 99.41999817 | 3 | < 0.1% |
| 99.73899078 | 2 | < 0.1% |
| 98.25198364 | 2 | < 0.1% |
| 81.65875244 | 1 | < 0.1% |
| 92.9257431 | 1 | < 0.1% |
| 50.91773987 | 1 | < 0.1% |
| 83.45487213 | 1 | < 0.1% |
| Other values (825) | 825 | 11.9% |
| (Missing) | 6091 |
| Value | Count | Frequency (%) |
| 4.591829777 | 1 | |
| 8.057979584 | 1 | |
| 8.225429535 | 1 | |
| 9.399350166 | 1 | |
| 9.743069649 | 1 | |
| 11.89342976 | 1 | |
| 12.19194984 | 1 | |
| 12.7964201 | 1 | |
| 13.93340969 | 1 | |
| 13.95522976 | 1 |
| Value | Count | Frequency (%) |
| 99.99994659 | 1 | |
| 99.997612 | 1 | |
| 99.9958725 | 1 | |
| 99.98587036 | 1 | |
| 99.97840881 | 1 | |
| 99.9759903 | 1 | |
| 99.97576904 | 1 | |
| 99.95819855 | 1 | |
| 99.90947723 | 1 | |
| 99.90792084 | 1 |
poverty gap
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 502 |
|---|---|
| Distinct (%) | 29.3% |
| Missing | 5228 |
| Missing (%) | 75.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.11917008 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 55 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 54.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.1 |
| Q1 | 0.7 |
| median | 6.6 |
| Q3 | 22.6 |
| 95-th percentile | 59.85 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 21.9 |
Descriptive statistics
| Standard deviation | 19.32729747 |
|---|---|
| Coefficient of variation (CV) | 1.278330581 |
| Kurtosis | 1.366215352 |
| Mean | 15.11917008 |
| Median Absolute Deviation (MAD) | 6.4 |
| Skewness | 1.482736149 |
| Sum | 25868.9 |
| Variance | 373.5444276 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1 | 140 | 2.0% |
| 0.2 | 61 | 0.9% |
| 0 | 55 | 0.8% |
| 0.3 | 51 | 0.7% |
| 0.7 | 41 | 0.6% |
| 0.5 | 39 | 0.6% |
| 0.4 | 38 | 0.5% |
| 0.9 | 36 | 0.5% |
| 0.6 | 26 | 0.4% |
| 0.8 | 26 | 0.4% |
| Other values (492) | 1198 | 17.3% |
| (Missing) | 5228 |
| Value | Count | Frequency (%) |
| 0 | 55 | 0.8% |
| 0.1 | 140 | |
| 0.2 | 61 | |
| 0.3 | 51 | 0.7% |
| 0.4 | 38 | 0.5% |
| 0.5 | 39 | 0.6% |
| 0.6 | 26 | 0.4% |
| 0.7 | 41 | 0.6% |
| 0.8 | 26 | 0.4% |
| 0.9 | 36 | 0.5% |
| Value | Count | Frequency (%) |
| 100 | 1 | |
| 86.6 | 1 | |
| 81 | 1 | |
| 79.7 | 1 | |
| 78.9 | 1 | |
| 78.5 | 1 | |
| 78.1 | 1 | |
| 77.8 | 1 | |
| 77.3 | 1 | |
| 76.6 | 1 |
| Distinct | 1212 |
|---|---|
| Distinct (%) | 26.8% |
| Missing | 2420 |
| Missing (%) | 34.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.45537751 |
| Minimum | 0 |
|---|---|
| Maximum | 63.75 |
| Zeros | 181 |
| Zeros (%) | 2.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 54.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.204819277 |
| Q1 | 8.849557522 |
| median | 15.5 |
| Q3 | 24.52217815 |
| 95-th percentile | 39.3442623 |
| Maximum | 63.75 |
| Range | 63.75 |
| Interquartile range (IQR) | 15.67262062 |
Descriptive statistics
| Standard deviation | 11.58191808 |
|---|---|
| Coefficient of variation (CV) | 0.6635157604 |
| Kurtosis | 0.184939012 |
| Mean | 17.45537751 |
| Median Absolute Deviation (MAD) | 7.396869245 |
| Skewness | 0.736857939 |
| Sum | 78880.85098 |
| Variance | 134.1408265 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 181 | 2.6% |
| 16.66666667 | 58 | 0.8% |
| 11.11111111 | 54 | 0.8% |
| 20 | 46 | 0.7% |
| 10 | 36 | 0.5% |
| 13.33333333 | 35 | 0.5% |
| 12.5 | 35 | 0.5% |
| 25 | 35 | 0.5% |
| 12 | 35 | 0.5% |
| 22 | 34 | 0.5% |
| Other values (1202) | 3970 | |
| (Missing) | 2420 |
| Value | Count | Frequency (%) |
| 0 | 181 | |
| 0.3322259136 | 14 | 0.2% |
| 0.6153846154 | 5 | 0.1% |
| 0.6644518272 | 3 | < 0.1% |
| 0.6688963211 | 2 | < 0.1% |
| 0.9174311927 | 9 | 0.1% |
| 1.176470588 | 4 | 0.1% |
| 1.19047619 | 4 | 0.1% |
| 1.204819277 | 6 | 0.1% |
| 1.234567901 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 63.75 | 4 | |
| 61.25 | 5 | |
| 56.25 | 5 | |
| 53.41296928 | 1 | < 0.1% |
| 53.2231405 | 3 | < 0.1% |
| 53.07692308 | 6 | |
| 50.54945055 | 1 | < 0.1% |
| 50 | 8 | |
| 49.16666667 | 1 | < 0.1% |
| 48.85620915 | 5 |
| Distinct | 147 |
|---|---|
| Distinct (%) | 83.1% |
| Missing | 6762 |
| Missing (%) | 97.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.85448271 |
| Minimum | 5.02051 |
|---|---|
| Maximum | 31.04081 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 54.3 KiB |
Quantile statistics
| Minimum | 5.02051 |
|---|---|
| 5-th percentile | 11.788292 |
| Q1 | 15.41667 |
| median | 17.29571 |
| Q3 | 20.05833 |
| 95-th percentile | 25.249998 |
| Maximum | 31.04081 |
| Range | 26.0203 |
| Interquartile range (IQR) | 4.64166 |
Descriptive statistics
| Standard deviation | 4.094182139 |
|---|---|
| Coefficient of variation (CV) | 0.2293083594 |
| Kurtosis | 1.396815851 |
| Mean | 17.85448271 |
| Median Absolute Deviation (MAD) | 2.15682 |
| Skewness | 0.3623740887 |
| Sum | 3160.24344 |
| Variance | 16.76232739 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15.625 | 4 | 0.1% |
| 20.83333 | 3 | < 0.1% |
| 20.55556 | 3 | < 0.1% |
| 14.58333 | 3 | < 0.1% |
| 16.25 | 3 | < 0.1% |
| 18.95833 | 3 | < 0.1% |
| 15 | 3 | < 0.1% |
| 15.55556 | 3 | < 0.1% |
| 19.79167 | 2 | < 0.1% |
| 17.63889 | 2 | < 0.1% |
| Other values (137) | 148 | 2.1% |
| (Missing) | 6762 |
| Value | Count | Frequency (%) |
| 5.02051 | 1 | |
| 6.29234 | 1 | |
| 8.19444 | 1 | |
| 8.68056 | 1 | |
| 10 | 1 | |
| 10.41667 | 2 | |
| 10.83333 | 1 | |
| 11.60814 | 1 | |
| 11.83333 | 1 | |
| 12.5 | 1 |
| Value | Count | Frequency (%) |
| 31.04081 | 1 | |
| 29.52199 | 1 | |
| 29.11243 | 1 | |
| 28.47222 | 1 | |
| 27.76825 | 1 | |
| 27.70833 | 2 | |
| 26.11111 | 1 | |
| 25.41667 | 1 | |
| 25.20833 | 1 | |
| 24.09722 | 1 |
| Distinct | 3923 |
|---|---|
| Distinct (%) | 83.9% |
| Missing | 2265 |
| Missing (%) | 32.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9566850937 |
| Minimum | 0 |
|---|---|
| Maximum | 1.253069997 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 54.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.7476680189 |
| Q1 | 0.9535724968 |
| median | 0.9854900241 |
| Q3 | 1.0000875 |
| 95-th percentile | 1.032538998 |
| Maximum | 1.253069997 |
| Range | 1.253069997 |
| Interquartile range (IQR) | 0.04651500285 |
Descriptive statistics
| Standard deviation | 0.09339480223 |
|---|---|
| Coefficient of variation (CV) | 0.09762334842 |
| Kurtosis | 12.45280335 |
| Mean | 0.9566850937 |
| Median Absolute Deviation (MAD) | 0.01860994101 |
| Skewness | -2.829682667 |
| Sum | 4471.546128 |
| Variance | 0.008722589084 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.9971100092 | 5 | 0.1% |
| 0.9834399819 | 5 | 0.1% |
| 0.9983699918 | 5 | 0.1% |
| 0.9921500087 | 5 | 0.1% |
| 0.9689400196 | 5 | 0.1% |
| 0.9923700094 | 4 | 0.1% |
| 1.000749946 | 4 | 0.1% |
| 0.9994699955 | 4 | 0.1% |
| 1.001510024 | 4 | 0.1% |
| 0.9947599769 | 4 | 0.1% |
| Other values (3913) | 4629 | |
| (Missing) | 2265 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 0.0848999992 | 1 | |
| 0.3530699909 | 1 | |
| 0.4328199923 | 1 | |
| 0.4424299896 | 1 | |
| 0.4470199943 | 1 | |
| 0.4538899958 | 1 | |
| 0.4569300115 | 1 | |
| 0.4597800076 | 1 | |
| 0.4604099989 | 1 |
| Value | Count | Frequency (%) |
| 1.253069997 | 1 | |
| 1.209560037 | 1 | |
| 1.205129981 | 1 | |
| 1.177060008 | 1 | |
| 1.167019963 | 1 | |
| 1.161039948 | 1 | |
| 1.156690001 | 1 | |
| 1.154989958 | 1 | |
| 1.152349949 | 1 | |
| 1.151010036 | 1 |
| Distinct | 2237 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 4702 |
| Missing (%) | 67.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 83.68204569 |
| Minimum | 13.69764 |
|---|---|
| Maximum | 99.98995 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 54.3 KiB |
Quantile statistics
| Minimum | 13.69764 |
|---|---|
| 5-th percentile | 45.215752 |
| Q1 | 80.63427 |
| median | 89.69032 |
| Q3 | 94.89117 |
| 95-th percentile | 98.44147 |
| Maximum | 99.98995 |
| Range | 86.29231 |
| Interquartile range (IQR) | 14.2569 |
Descriptive statistics
| Standard deviation | 17.06286072 |
|---|---|
| Coefficient of variation (CV) | 0.2039010946 |
| Kurtosis | 2.603778972 |
| Mean | 83.68204569 |
| Median Absolute Deviation (MAD) | 5.89703 |
| Skewness | -1.759647035 |
| Sum | 187196.7362 |
| Variance | 291.1412159 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 99.12867 | 1 | < 0.1% |
| 97.77392 | 1 | < 0.1% |
| 97.02954 | 1 | < 0.1% |
| 95.61267 | 1 | < 0.1% |
| 95.42382 | 1 | < 0.1% |
| 98.78624 | 1 | < 0.1% |
| 99.04296 | 1 | < 0.1% |
| 99.40025 | 1 | < 0.1% |
| 97.8187 | 1 | < 0.1% |
| 98.21078 | 1 | < 0.1% |
| Other values (2227) | 2227 | |
| (Missing) | 4702 |
| Value | Count | Frequency (%) |
| 13.69764 | 1 | |
| 15.47124 | 1 | |
| 15.57176 | 1 | |
| 16.02055 | 1 | |
| 16.88337 | 1 | |
| 17.12235 | 1 | |
| 17.27408 | 1 | |
| 17.39823 | 1 | |
| 18.56885 | 1 | |
| 19.14915 | 1 |
| Value | Count | Frequency (%) |
| 99.98995 | 1 | |
| 99.96438 | 1 | |
| 99.96022 | 1 | |
| 99.9328 | 1 | |
| 99.89481 | 1 | |
| 99.89115 | 1 | |
| 99.8896 | 1 | |
| 99.8375 | 1 | |
| 99.8099 | 1 | |
| 99.80466 | 1 |
teenage mothers
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 228 |
|---|---|
| Distinct (%) | 67.1% |
| Missing | 6599 |
| Missing (%) | 95.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.13376471 |
| Minimum | 1.6 |
|---|---|
| Maximum | 46.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 54.3 KiB |
Quantile statistics
| Minimum | 1.6 |
|---|---|
| 5-th percentile | 4.4 |
| Q1 | 9.975 |
| median | 18.05 |
| Q3 | 26.45 |
| 95-th percentile | 37.215 |
| Maximum | 46.4 |
| Range | 44.8 |
| Interquartile range (IQR) | 16.475 |
Descriptive statistics
| Standard deviation | 10.53935851 |
|---|---|
| Coefficient of variation (CV) | 0.5508251341 |
| Kurtosis | -0.7635241677 |
| Mean | 19.13376471 |
| Median Absolute Deviation (MAD) | 8.15 |
| Skewness | 0.3790100614 |
| Sum | 6505.48 |
| Variance | 111.0780778 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 21.5 | 4 | 0.1% |
| 20.5 | 4 | 0.1% |
| 17.6 | 4 | 0.1% |
| 4.4 | 3 | < 0.1% |
| 29 | 3 | < 0.1% |
| 13.7 | 3 | < 0.1% |
| 17.5 | 3 | < 0.1% |
| 25.2 | 3 | < 0.1% |
| 13.8 | 3 | < 0.1% |
| 35 | 3 | < 0.1% |
| Other values (218) | 307 | 4.4% |
| (Missing) | 6599 |
| Value | Count | Frequency (%) |
| 1.6 | 1 | |
| 2.1 | 1 | |
| 2.8 | 1 | |
| 3.4 | 1 | |
| 3.5 | 1 | |
| 3.6 | 2 | |
| 3.72 | 1 | |
| 3.8 | 1 | |
| 4.06 | 1 | |
| 4.1 | 2 |
| Value | Count | Frequency (%) |
| 46.4 | 2 | |
| 43.1 | 1 | |
| 42.9 | 1 | |
| 42.5 | 1 | |
| 41.5 | 1 | |
| 41 | 1 | |
| 40.4 | 2 | |
| 40 | 1 | |
| 39.3 | 2 | |
| 38.9 | 1 |
married by 18
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 359 |
|---|---|
| Distinct (%) | 71.5% |
| Missing | 6437 |
| Missing (%) | 92.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.76379753 |
| Minimum | 0 |
|---|---|
| Maximum | 83.5 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 54.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4.705 |
| Q1 | 14.9 |
| median | 25.5 |
| Q3 | 38.05 |
| 95-th percentile | 60.585 |
| Maximum | 83.5 |
| Range | 83.5 |
| Interquartile range (IQR) | 23.15 |
Descriptive statistics
| Standard deviation | 16.93559096 |
|---|---|
| Coefficient of variation (CV) | 0.609988275 |
| Kurtosis | -0.003174762281 |
| Mean | 27.76379753 |
| Median Absolute Deviation (MAD) | 11.4 |
| Skewness | 0.637418689 |
| Sum | 13937.42636 |
| Variance | 286.8142412 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1 | 4 | 0.1% |
| 22 | 4 | 0.1% |
| 31 | 4 | 0.1% |
| 30.5 | 4 | 0.1% |
| 23 | 4 | 0.1% |
| 18.5 | 3 | < 0.1% |
| 43.3 | 3 | < 0.1% |
| 35.9 | 3 | < 0.1% |
| 39 | 3 | < 0.1% |
| 18.9 | 3 | < 0.1% |
| Other values (349) | 467 | 6.7% |
| (Missing) | 6437 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 0.1 | 4 | |
| 0.2 | 1 | < 0.1% |
| 1.48592558 | 1 | < 0.1% |
| 1.6 | 1 | < 0.1% |
| 1.8 | 1 | < 0.1% |
| 2.2 | 1 | < 0.1% |
| 2.5 | 1 | < 0.1% |
| 3.2 | 3 | |
| 3.496291 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 83.5 | 1 | |
| 76.6 | 1 | |
| 76.3 | 1 | |
| 74.5 | 1 | |
| 73.3 | 1 | |
| 72 | 1 | |
| 71.4 | 1 | |
| 70.6 | 1 | |
| 69.9 | 1 | |
| 68.7 | 1 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 955 |
| Missing (%) | 13.8% |
| Memory size | 54.3 KiB |
| middle labor | |
|---|---|
| low labor | |
| high labor |
Length
| Max length | 12 |
|---|---|
| Median length | 12 |
| Mean length | 11.0339238 |
| Min length | 9 |
Characters and Unicode
| Total characters | 66027 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | low labor |
|---|---|
| 2nd row | low labor |
| 3rd row | low labor |
| 4th row | low labor |
| 5th row | low labor |
Common Values
| Value | Count | Frequency (%) |
| middle labor | 3807 | |
| low labor | 1427 | 20.6% |
| high labor | 750 | 10.8% |
| (Missing) | 955 | 13.8% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| labor | 5984 | |
| middle | 3807 | |
| low | 1427 | 11.9% |
| high | 750 | 6.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| l | 11218 | |
| d | 7614 | |
| o | 7411 | |
| 5984 | ||
| a | 5984 | |
| b | 5984 | |
| r | 5984 | |
| i | 4557 | |
| m | 3807 | 5.8% |
| e | 3807 | 5.8% |
| Other values (3) | 3677 | 5.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 60043 | |
| Space Separator | 5984 | 9.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| l | 11218 | |
| d | 7614 | |
| o | 7411 | |
| a | 5984 | |
| b | 5984 | |
| r | 5984 | |
| i | 4557 | |
| m | 3807 | 6.3% |
| e | 3807 | 6.3% |
| h | 1500 | 2.5% |
| Other values (2) | 2177 | 3.6% |
Space Separator
| Value | Count | Frequency (%) |
| 5984 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 60043 | |
| Common | 5984 | 9.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| l | 11218 | |
| d | 7614 | |
| o | 7411 | |
| a | 5984 | |
| b | 5984 | |
| r | 5984 | |
| i | 4557 | |
| m | 3807 | 6.3% |
| e | 3807 | 6.3% |
| h | 1500 | 2.5% |
| Other values (2) | 2177 | 3.6% |
Common
| Value | Count | Frequency (%) |
| 5984 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 66027 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| l | 11218 | |
| d | 7614 | |
| o | 7411 | |
| 5984 | ||
| a | 5984 | |
| b | 5984 | |
| r | 5984 | |
| i | 4557 | |
| m | 3807 | 5.8% |
| e | 3807 | 5.8% |
| Other values (3) | 3677 | 5.6% |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Indicator Name | df_index | Country Name | year | CPI human resources | CPIA gender equality | CPIA social protection | employers | management | fertility rate | intentional homicides | labor force | literacy rate | poverty gap | parliment seats | unpaid domestic | gender parity index | primary enrollment | teenage mothers | married by 18 | labor category |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 30 | Afghanistan | 1990.0 | NaN | NaN | NaN | NaN | NaN | 7.466 | NaN | 15.180 | NaN | NaN | NaN | NaN | 0.54850 | NaN | NaN | NaN | low labor |
| 1 | 31 | Afghanistan | 1991.0 | NaN | NaN | NaN | 0.05 | NaN | 7.479 | NaN | 15.214 | NaN | NaN | NaN | NaN | 0.54788 | NaN | NaN | NaN | low labor |
| 2 | 32 | Afghanistan | 1992.0 | NaN | NaN | NaN | 0.05 | NaN | 7.502 | NaN | 15.223 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | low labor |
| 3 | 33 | Afghanistan | 1993.0 | NaN | NaN | NaN | 0.05 | NaN | 7.535 | NaN | 15.197 | NaN | NaN | NaN | NaN | 0.35307 | 13.69764 | NaN | NaN | low labor |
| 4 | 34 | Afghanistan | 1994.0 | NaN | NaN | NaN | 0.05 | NaN | 7.572 | NaN | 15.178 | NaN | NaN | NaN | NaN | 0.50580 | NaN | NaN | NaN | low labor |
| 5 | 35 | Afghanistan | 1995.0 | NaN | NaN | NaN | 0.05 | NaN | 7.606 | NaN | 15.221 | NaN | NaN | NaN | NaN | 0.51505 | NaN | NaN | NaN | low labor |
| 6 | 36 | Afghanistan | 1996.0 | NaN | NaN | NaN | 0.05 | NaN | 7.629 | NaN | 15.078 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | low labor |
| 7 | 37 | Afghanistan | 1997.0 | NaN | NaN | NaN | 0.05 | NaN | 7.632 | NaN | 14.954 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | low labor |
| 8 | 38 | Afghanistan | 1998.0 | NaN | NaN | NaN | 0.05 | NaN | 7.610 | NaN | 14.873 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | low labor |
| 9 | 39 | Afghanistan | 1999.0 | NaN | NaN | NaN | 0.04 | NaN | 7.561 | NaN | 14.827 | NaN | NaN | NaN | NaN | 0.08490 | NaN | NaN | NaN | low labor |
Last rows
| Indicator Name | df_index | Country Name | year | CPI human resources | CPIA gender equality | CPIA social protection | employers | management | fertility rate | intentional homicides | labor force | literacy rate | poverty gap | parliment seats | unpaid domestic | gender parity index | primary enrollment | teenage mothers | married by 18 | labor category |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 6929 | 13396 | Zimbabwe | 2012.0 | 2.0 | 3.0 | 2.0 | 0.32 | NaN | 4.058 | NaN | 78.475998 | NaN | NaN | 14.953271 | NaN | 0.98006 | NaN | NaN | NaN | high labor |
| 6930 | 13397 | Zimbabwe | 2013.0 | 2.5 | 3.0 | 2.0 | 0.32 | NaN | 4.030 | NaN | 79.411003 | NaN | NaN | 31.481481 | NaN | 0.97872 | NaN | NaN | NaN | high labor |
| 6931 | 13398 | Zimbabwe | 2014.0 | 3.5 | 4.0 | 2.5 | 0.30 | NaN | 3.974 | NaN | 80.314003 | 88.283829 | NaN | 31.481481 | NaN | NaN | NaN | NaN | 33.500000 | high labor |
| 6932 | 13399 | Zimbabwe | 2015.0 | 3.5 | 4.0 | 2.5 | 0.31 | NaN | 3.896 | NaN | 80.299004 | NaN | NaN | 31.481481 | NaN | 0.97974 | NaN | 21.6 | 32.400000 | high labor |
| 6933 | 13400 | Zimbabwe | 2016.0 | 3.5 | 4.0 | 2.5 | 0.31 | NaN | 3.804 | NaN | 80.279999 | NaN | NaN | 31.481481 | NaN | 0.98341 | NaN | NaN | NaN | high labor |
| 6934 | 13401 | Zimbabwe | 2017.0 | 4.0 | 4.0 | 2.5 | 0.29 | NaN | 3.707 | NaN | 80.285004 | NaN | 45.2 | 32.575758 | NaN | 0.99222 | NaN | NaN | NaN | high labor |
| 6935 | 13402 | Zimbabwe | 2018.0 | 4.0 | 4.0 | 3.0 | 0.28 | NaN | 3.615 | NaN | 80.308998 | NaN | NaN | 31.481481 | NaN | 0.99664 | NaN | NaN | NaN | high labor |
| 6936 | 13403 | Zimbabwe | 2019.0 | 4.0 | 4.0 | 3.0 | 0.25 | 28.07 | 3.531 | NaN | 80.338997 | NaN | 48.4 | 31.851852 | NaN | 0.99917 | NaN | NaN | 33.658057 | high labor |
| 6937 | 13404 | Zimbabwe | 2020.0 | 4.0 | 4.0 | 3.0 | NaN | NaN | 3.460 | NaN | 78.980003 | NaN | NaN | 31.851852 | NaN | 1.00511 | NaN | NaN | NaN | high labor |
| 6938 | 13405 | Zimbabwe | 2021.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 79.307999 | NaN | NaN | 31.851852 | NaN | NaN | NaN | NaN | NaN | high labor |